Target records layer

Governed records for consistent institutional outputs.

A target reusable record layer designed to turn fragmented catalog, registry and enterprise data into controlled records with provenance, confidence, review state and safe publishing.

Target records boundary

Governed records, not feed automation.

Not a feed filler. Not a connector. Not a PIM replacement. Governed records for institutional workflows.

The target layer is designed to structure catalog, registry and enterprise data into controlled records with review gates, provenance and audit trail.

  • Review gates
  • Provenance
  • Safe publishing
  • Audit trail

The target Records layer is intended for organisations that need consistent outputs across systems, teams, channels and institutional workflows as part of the broader Trusted Data Plane direction.

Trusted Record Card
Facts Category meaning, attributes, variants and source references.
Constraints Data contracts, units, enums and channel-specific rules.
Reasons Explainable fix guidance and confidence context.
Review state Approval, escalation and controlled publish posture.

The artefact: Trusted Record Card.

A single governed view of what the record is, why a change is proposed, where values came from and whether publish is controlled.

Target groups

Public institutions and city administrations

Consistent records across departments, suppliers, documents and decision workflows.

Large enterprises

Controlled record outputs across systems, teams, vendors and reporting surfaces.

Catalog and product-data teams

Governed product records, data contracts, explainable fixes and controlled publishing.

Governance-first data background

This record-layer work reflects 3BrainAI’s historical discipline in data contracts, safe publish, confidence gates, audit trail and rollback. It supports the broader Trusted Data Plane, while CRI remains the first flagship applied evidence track.